Armature: Clear Vertex Weights of selected Mesh
Select the vertices, if there is no active vertex, deselect one, and select it again with Shift RMB.
Enter the desired weights for the vertex, then press copy, to copy the settings to all selected vertices.





Although the other vertices copied the weights, there still may be additional zero weighted groups. To remove them, use Clean button on all groups.